Publications

@inproceedings{11003364,

title = {Analyzing Machine Learning Models for Multiclass Classification of Human Stress Levels: Comparison Between Balanced and Imbalanced Data},

author = {Nabarun Halder and Armun Alam and Jahanggir Hossain Setu and Asif Mahmood and Ashraful Islam and M Ashraful Amin},

doi = {10.1109/KST65016.2025.11003364},

year  = {2025},

date = {2025-01-01},

booktitle = {2025 17th International Conference on Knowledge and Smart Technology (KST)},

pages = {104-109},

keywords = {Support vector machines;Accuracy;Sensitivity;Psychology;Human factors;Nearest neighbor methods;Data models;Reliability;Random forests;Strain;Human Stress;Machine Learning;SMOTE},

pubstate = {published},

tppubtype = {inproceedings}

}